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- W2895810016 abstract "Parametric analysis of Cerebellar Dysarthria (CD) may be valuable and more informative compared to its clinical assessment. A quantifiable estimation of the timing deficits in repeated syllabic utterance is described in the current study. Thirty-five individuals were diagnosed with cerebellar ataxia to varying degrees and twenty-six age-matched healthy controls were recruited. To automatically detect the local maxima of each syllable in the recorded speech files, a topographic prominence incorporated concept is designed. Subsequently, four acoustic features and eight corresponding parametric measurements are extracted to identify articulatory deficits in ataxic dysarthria. A comparative study on the behaviour of these measures for dysarthric and non-dysarthric subjects is presented in this paper. The results are further explored using a dimensionreduction tool (Principal Component Analysis) to emphasize variation and bring out the strongest discriminating patterns in our feature dataset." @default.
- W2895810016 created "2018-10-26" @default.
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- W2895810016 date "2018-07-01" @default.
- W2895810016 modified "2023-09-24" @default.
- W2895810016 title "Quantitative Assessment of Syllabic Timing Deficits in Ataxic Dysarthria" @default.
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- W2895810016 doi "https://doi.org/10.1109/embc.2018.8512311" @default.
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